阐述了传统动力学模型用以描述天然产物萃取过程的局限性。将CO2高压萃取烟叶中茄尼醇的正交试验数据进行预处理,经过确定隐含节点数、模型的训练、模型的测试等步骤建立了人工神经网络的EBP(Error Back Propagation)模型。模拟结果与...阐述了传统动力学模型用以描述天然产物萃取过程的局限性。将CO2高压萃取烟叶中茄尼醇的正交试验数据进行预处理,经过确定隐含节点数、模型的训练、模型的测试等步骤建立了人工神经网络的EBP(Error Back Propagation)模型。模拟结果与试验结果得到了吻合得很好,为CO2高压萃取烟叶中茄尼醇的工艺设计与优化提供了理论依据,并且显示出人工神经网络在超临界或高压流体萃取的过程模拟中的技术优势,从而展示了人工神经网络在超临界或CO2高压萃取天然产物技术中的应用前景。展开更多
A method for decomposition of cellulose to produce 5-hydroxymethyl-furaldehyde （5- HMF） in subcritical water-carbon dioxide binary system was proposed. A series of experiments were performed in a batch reaction vess...A method for decomposition of cellulose to produce 5-hydroxymethyl-furaldehyde （5- HMF） in subcritical water-carbon dioxide binary system was proposed. A series of experiments were performed in a batch reaction vessel. Main products of the decomposition of cellulose are 5-HMF, furfural, levulinic acid and 1, 2, 4-benzenetrioI.The optimum condition for the preparation of 5-HMF was found as 523.15 K, 5.0% carbon dioxide mole fraction, and 30 min reaction time. The addition of carbon dioxide to water conduced to the decomposition of cellulose to 5-HMF. As can be seen from the distribution of the prod-ucts, the decomposition mechanism of cellulose is similar to the hydrothermal reaction of D-glucose and D-fructose.展开更多
文摘阐述了传统动力学模型用以描述天然产物萃取过程的局限性。将CO2高压萃取烟叶中茄尼醇的正交试验数据进行预处理,经过确定隐含节点数、模型的训练、模型的测试等步骤建立了人工神经网络的EBP(Error Back Propagation)模型。模拟结果与试验结果得到了吻合得很好,为CO2高压萃取烟叶中茄尼醇的工艺设计与优化提供了理论依据,并且显示出人工神经网络在超临界或高压流体萃取的过程模拟中的技术优势,从而展示了人工神经网络在超临界或CO2高压萃取天然产物技术中的应用前景。
文摘A method for decomposition of cellulose to produce 5-hydroxymethyl-furaldehyde （5- HMF） in subcritical water-carbon dioxide binary system was proposed. A series of experiments were performed in a batch reaction vessel. Main products of the decomposition of cellulose are 5-HMF, furfural, levulinic acid and 1, 2, 4-benzenetrioI.The optimum condition for the preparation of 5-HMF was found as 523.15 K, 5.0% carbon dioxide mole fraction, and 30 min reaction time. The addition of carbon dioxide to water conduced to the decomposition of cellulose to 5-HMF. As can be seen from the distribution of the prod-ucts, the decomposition mechanism of cellulose is similar to the hydrothermal reaction of D-glucose and D-fructose.
